Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 1499 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 363.2 KiB |
| Average record size in memory | 248.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Text | 3 |
| Categorical | 12 |
| DateTime | 2 |
# is highly overall correlated with Unnamed: 0 and 6 other fields | High correlation |
Fuel in is highly overall correlated with Fuel out | High correlation |
Fuel out is highly overall correlated with Fuel in | High correlation |
KMs IN is highly overall correlated with KMs out | High correlation |
KMs out is highly overall correlated with KMs IN | High correlation |
Unnamed: 0 is highly overall correlated with # and 6 other fields | High correlation |
cost is highly overall correlated with cost_category | High correlation |
cost_category is highly overall correlated with cost | High correlation |
damage type is highly overall correlated with location | High correlation |
dayIn is highly overall correlated with dayReady | High correlation |
dayNIn is highly overall correlated with dayNReady | High correlation |
dayNReady is highly overall correlated with dayNIn | High correlation |
dayReady is highly overall correlated with dayIn | High correlation |
delivered by is highly overall correlated with returned by and 2 other fields | High correlation |
location is highly overall correlated with damage type and 2 other fields | High correlation |
monthIn is highly overall correlated with # and 6 other fields | High correlation |
monthNIn is highly overall correlated with # and 6 other fields | High correlation |
monthNReady is highly overall correlated with # and 6 other fields | High correlation |
monthReady is highly overall correlated with # and 6 other fields | High correlation |
returned by is highly overall correlated with delivered by and 2 other fields | High correlation |
yearIn is highly overall correlated with # and 9 other fields | High correlation |
yearReady is highly overall correlated with # and 9 other fields | High correlation |
yearIn is highly imbalanced (59.1%) | Imbalance |
yearReady is highly imbalanced (59.1%) | Imbalance |
Unnamed: 0 is uniformly distributed | Uniform |
# is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
# has unique values | Unique |
Fuel in has 27 (1.8%) zeros | Zeros |
Fuel out has 25 (1.7%) zeros | Zeros |
Fuel Diff has 1408 (93.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-24 11:57:02.792968 |
|---|---|
| Analysis finished | 2024-10-24 11:58:23.186523 |
| Duration | 1 minute and 20.39 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 1499 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 749 |
| Minimum | 0 |
|---|---|
| Maximum | 1498 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74.9 |
| Q1 | 374.5 |
| median | 749 |
| Q3 | 1123.5 |
| 95-th percentile | 1423.1 |
| Maximum | 1498 |
| Range | 1498 |
| Interquartile range (IQR) | 749 |
Descriptive statistics
| Standard deviation | 432.86834 |
|---|---|
| Coefficient of variation (CV) | 0.57792836 |
| Kurtosis | -1.2 |
| Mean | 749 |
| Median Absolute Deviation (MAD) | 375 |
| Skewness | 0 |
| Sum | 1122751 |
| Variance | 187375 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 996 | 1 | 0.1% |
| 1005 | 1 | 0.1% |
| 1004 | 1 | 0.1% |
| 1003 | 1 | 0.1% |
| 1002 | 1 | 0.1% |
| 1001 | 1 | 0.1% |
| 1000 | 1 | 0.1% |
| 999 | 1 | 0.1% |
| 998 | 1 | 0.1% |
| Other values (1489) | 1489 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1498 | 1 | |
| 1497 | 1 | |
| 1496 | 1 | |
| 1495 | 1 | |
| 1494 | 1 | |
| 1493 | 1 | |
| 1492 | 1 | |
| 1491 | 1 | |
| 1490 | 1 | |
| 1489 | 1 |
#
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 1499 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 750 |
| Minimum | 1 |
|---|---|
| Maximum | 1499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 75.9 |
| Q1 | 375.5 |
| median | 750 |
| Q3 | 1124.5 |
| 95-th percentile | 1424.1 |
| Maximum | 1499 |
| Range | 1498 |
| Interquartile range (IQR) | 749 |
Descriptive statistics
| Standard deviation | 432.86834 |
|---|---|
| Coefficient of variation (CV) | 0.57715779 |
| Kurtosis | -1.2 |
| Mean | 750 |
| Median Absolute Deviation (MAD) | 375 |
| Skewness | 0 |
| Sum | 1124250 |
| Variance | 187375 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 997 | 1 | 0.1% |
| 1006 | 1 | 0.1% |
| 1005 | 1 | 0.1% |
| 1004 | 1 | 0.1% |
| 1003 | 1 | 0.1% |
| 1002 | 1 | 0.1% |
| 1001 | 1 | 0.1% |
| 1000 | 1 | 0.1% |
| 999 | 1 | 0.1% |
| Other values (1489) | 1489 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1499 | 1 | |
| 1498 | 1 | |
| 1497 | 1 | |
| 1496 | 1 | |
| 1495 | 1 | |
| 1494 | 1 | |
| 1493 | 1 | |
| 1492 | 1 | |
| 1491 | 1 | |
| 1490 | 1 |
plate number
Text
| Distinct | 337 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 8.0080053 |
| Min length | 8 |
Characters and Unicode
| Total characters | 12004 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 72 ? |
|---|---|
| Unique (%) | 4.8% |
Sample
| 1st row | 70-29280 |
|---|---|
| 2nd row | 70-26587 |
| 3rd row | 70-25180 |
| 4th row | 70-26523 |
| 5th row | 70-30719 |
| Value | Count | Frequency (%) |
| 70-28946 | 13 | 0.9% |
| 70-24166 | 13 | 0.9% |
| 70-24837 | 13 | 0.9% |
| 70-28698 | 13 | 0.9% |
| 70-24118 | 12 | 0.8% |
| 70-28940 | 12 | 0.8% |
| 70-26840 | 12 | 0.8% |
| 70-25198 | 12 | 0.8% |
| 70-24549 | 12 | 0.8% |
| 70-28286 | 11 | 0.7% |
| Other values (324) | 1376 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 1877 | |
| 0 | 1752 | |
| 2 | 1609 | |
| - | 1500 | |
| 5 | 895 | |
| 3 | 769 | |
| 6 | 766 | |
| 4 | 765 | |
| 9 | 757 | |
| 8 | 665 | 5.5% |
| Other values (2) | 649 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10494 | |
| Dash Punctuation | 1500 | 12.5% |
| Space Separator | 10 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 1877 | |
| 0 | 1752 | |
| 2 | 1609 | |
| 5 | 895 | |
| 3 | 769 | |
| 6 | 766 | |
| 4 | 765 | |
| 9 | 757 | |
| 8 | 665 | 6.3% |
| 1 | 639 | 6.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1500 |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12004 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 1877 | |
| 0 | 1752 | |
| 2 | 1609 | |
| - | 1500 | |
| 5 | 895 | |
| 3 | 769 | |
| 6 | 766 | |
| 4 | 765 | |
| 9 | 757 | |
| 8 | 665 | 5.5% |
| Other values (2) | 649 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12004 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 1877 | |
| 0 | 1752 | |
| 2 | 1609 | |
| - | 1500 | |
| 5 | 895 | |
| 3 | 769 | |
| 6 | 766 | |
| 4 | 765 | |
| 9 | 757 | |
| 8 | 665 | 5.5% |
| Other values (2) | 649 | 5.4% |
car
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| FORTUNER | |
|---|---|
| CERATO | |
| COROLLA | |
| H 1 | |
| HILUX | |
| Other values (20) |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 5.9239493 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8880 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | TUCSAN |
|---|---|
| 2nd row | ELANTRA |
| 3rd row | AVANZA |
| 4th row | FLUENCE |
| 5th row | FLUENCE |
Common Values
| Value | Count | Frequency (%) |
| FORTUNER | 232 | |
| CERATO | 178 | |
| COROLLA | 153 | |
| H 1 | 101 | 6.7% |
| HILUX | 97 | 6.5% |
| ELANTRA | 87 | 5.8% |
| CAMRY | 86 | 5.7% |
| SPARK | 78 | 5.2% |
| RIO | 70 | 4.7% |
| AVANZA | 62 | 4.1% |
| Other values (15) | 355 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| fortuner | 232 | |
| cerato | 178 | 10.8% |
| corolla | 156 | 9.5% |
| h | 101 | 6.1% |
| 1 | 101 | 6.1% |
| hilux | 97 | 5.9% |
| elantra | 87 | 5.3% |
| camry | 86 | 5.2% |
| spark | 78 | 4.7% |
| rio | 70 | 4.3% |
| Other values (17) | 459 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1315 | |
| A | 1036 | |
| O | 921 | |
| E | 714 | 8.0% |
| T | 592 | 6.7% |
| C | 569 | 6.4% |
| L | 551 | 6.2% |
| N | 484 | 5.5% |
| U | 448 | 5.0% |
| I | 317 | 3.6% |
| Other values (16) | 1933 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 8538 | |
| Decimal Number | 183 | 2.1% |
| Space Separator | 159 | 1.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 1315 | |
| A | 1036 | |
| O | 921 | |
| E | 714 | |
| T | 592 | 6.9% |
| C | 569 | 6.7% |
| L | 551 | 6.5% |
| N | 484 | 5.7% |
| U | 448 | 5.2% |
| I | 317 | 3.7% |
| Other values (12) | 1591 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 138 | |
| 0 | 37 | 20.2% |
| 4 | 8 | 4.4% |
Space Separator
| Value | Count | Frequency (%) |
| 159 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8538 | |
| Common | 342 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 1315 | |
| A | 1036 | |
| O | 921 | |
| E | 714 | |
| T | 592 | 6.9% |
| C | 569 | 6.7% |
| L | 551 | 6.5% |
| N | 484 | 5.7% |
| U | 448 | 5.2% |
| I | 317 | 3.7% |
| Other values (12) | 1591 |
Common
| Value | Count | Frequency (%) |
| 159 | ||
| 1 | 138 | |
| 0 | 37 | 10.8% |
| 4 | 8 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 1315 | |
| A | 1036 | |
| O | 921 | |
| E | 714 | 8.0% |
| T | 592 | 6.7% |
| C | 569 | 6.4% |
| L | 551 | 6.2% |
| N | 484 | 5.5% |
| U | 448 | 5.0% |
| I | 317 | 3.6% |
| Other values (16) | 1933 |
damage type
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| غيار زيت | |
|---|---|
| اصلاح مكانيك | |
| اصلاح بودي | |
| اصلاح كوشوك | |
| اصلاح كهرباء | 46 |
| Other values (2) | 40 |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 10.271514 |
| Min length | 8 |
Characters and Unicode
| Total characters | 15397 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | اصلاح بودي |
|---|---|
| 2nd row | اصلاح بودي |
| 3rd row | اصلاح مكانيك |
| 4th row | اصلاح بودي |
| 5th row | غيار زيت |
Common Values
| Value | Count | Frequency (%) |
| غيار زيت | 594 | |
| اصلاح مكانيك | 466 | |
| اصلاح بودي | 229 | 15.3% |
| اصلاح كوشوك | 124 | 8.3% |
| اصلاح كهرباء | 46 | 3.1% |
| اصلاح زجاج | 21 | 1.4% |
| اصلاح فرش | 19 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| اصلاح | 905 | |
| غيار | 594 | |
| زيت | 594 | |
| مكانيك | 466 | |
| بودي | 229 | 7.6% |
| كوشوك | 124 | 4.1% |
| كهرباء | 46 | 1.5% |
| زجاج | 21 | 0.7% |
| فرش | 19 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| ا | 2937 | |
| 1965 | ||
| ي | 1883 | |
| ك | 1226 | |
| ص | 905 | 5.9% |
| ل | 905 | 5.9% |
| ح | 905 | 5.9% |
| ر | 659 | 4.3% |
| ز | 615 | 4.0% |
| غ | 594 | 3.9% |
| Other values (11) | 2803 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 13432 | |
| Space Separator | 1965 | 12.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ا | 2937 | |
| ي | 1883 | |
| ك | 1226 | |
| ص | 905 | 6.7% |
| ل | 905 | 6.7% |
| ح | 905 | 6.7% |
| ر | 659 | 4.9% |
| ز | 615 | 4.6% |
| غ | 594 | 4.4% |
| ت | 594 | 4.4% |
| Other values (10) | 2209 |
Space Separator
| Value | Count | Frequency (%) |
| 1965 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Arabic | 13432 | |
| Common | 1965 | 12.8% |
Most frequent character per script
Arabic
| Value | Count | Frequency (%) |
| ا | 2937 | |
| ي | 1883 | |
| ك | 1226 | |
| ص | 905 | 6.7% |
| ل | 905 | 6.7% |
| ح | 905 | 6.7% |
| ر | 659 | 4.9% |
| ز | 615 | 4.6% |
| غ | 594 | 4.4% |
| ت | 594 | 4.4% |
| Other values (10) | 2209 |
Common
| Value | Count | Frequency (%) |
| 1965 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Arabic | 13432 | |
| ASCII | 1965 | 12.8% |
Most frequent character per block
Arabic
| Value | Count | Frequency (%) |
| ا | 2937 | |
| ي | 1883 | |
| ك | 1226 | |
| ص | 905 | 6.7% |
| ل | 905 | 6.7% |
| ح | 905 | 6.7% |
| ر | 659 | 4.9% |
| ز | 615 | 4.6% |
| غ | 594 | 4.4% |
| ت | 594 | 4.4% |
| Other values (10) | 2209 |
ASCII
| Value | Count | Frequency (%) |
| 1965 |
date in
Date
| Distinct | 301 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| Minimum | 2015-01-01 00:00:00 |
|---|---|
| Maximum | 2016-02-03 00:00:00 |
Histogram with fixed size bins (bins=50)
KMs IN
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1423 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63581.833 |
| Minimum | 390 |
|---|---|
| Maximum | 754935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 390 |
|---|---|
| 5-th percentile | 6823.8 |
| Q1 | 43710.5 |
| median | 65890 |
| Q3 | 82080 |
| 95-th percentile | 106887.2 |
| Maximum | 754935 |
| Range | 754545 |
| Interquartile range (IQR) | 38369.5 |
Descriptive statistics
| Standard deviation | 40221.634 |
|---|---|
| Coefficient of variation (CV) | 0.63259634 |
| Kurtosis | 110.99153 |
| Mean | 63581.833 |
| Median Absolute Deviation (MAD) | 18579 |
| Skewness | 6.9516122 |
| Sum | 95309167 |
| Variance | 1.6177799 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88975 | 3 | 0.2% |
| 65195 | 2 | 0.1% |
| 59400 | 2 | 0.1% |
| 98565 | 2 | 0.1% |
| 49514 | 2 | 0.1% |
| 68992 | 2 | 0.1% |
| 86925 | 2 | 0.1% |
| 78756 | 2 | 0.1% |
| 66700 | 2 | 0.1% |
| 70835 | 2 | 0.1% |
| Other values (1413) | 1478 |
| Value | Count | Frequency (%) |
| 390 | 1 | |
| 790 | 1 | |
| 1741 | 1 | |
| 1835 | 1 | |
| 1902 | 1 | |
| 2085 | 1 | |
| 2160 | 1 | |
| 2274 | 1 | |
| 2487 | 1 | |
| 2509 | 1 |
| Value | Count | Frequency (%) |
| 754935 | 1 | |
| 716952 | 1 | |
| 481725 | 1 | |
| 194840 | 1 | |
| 191800 | 1 | |
| 162300 | 1 | |
| 155384 | 1 | |
| 154459 | 1 | |
| 151982 | 1 | |
| 148130 | 1 |
Fuel in
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30859573 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 27 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.25 |
| median | 0.25 |
| Q3 | 0.38 |
| 95-th percentile | 0.38 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.11175463 |
|---|---|
| Coefficient of variation (CV) | 0.36213927 |
| Kurtosis | 10.110095 |
| Mean | 0.30859573 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7630578 |
| Sum | 462.585 |
| Variance | 0.012489098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.25 | 780 | |
| 0.38 | 583 | |
| 0.13 | 46 | 3.1% |
| 0.5 | 32 | 2.1% |
| 0 | 27 | 1.8% |
| 0.63 | 9 | 0.6% |
| 0.75 | 9 | 0.6% |
| 1 | 8 | 0.5% |
| 0.88 | 4 | 0.3% |
| 0.125 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 27 | 1.8% |
| 0.125 | 1 | 0.1% |
| 0.13 | 46 | 3.1% |
| 0.25 | 780 | |
| 0.38 | 583 | |
| 0.5 | 32 | 2.1% |
| 0.63 | 9 | 0.6% |
| 0.75 | 9 | 0.6% |
| 0.88 | 4 | 0.3% |
| 1 | 8 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.5% |
| 0.88 | 4 | 0.3% |
| 0.75 | 9 | 0.6% |
| 0.63 | 9 | 0.6% |
| 0.5 | 32 | 2.1% |
| 0.38 | 583 | |
| 0.25 | 780 | |
| 0.13 | 46 | 3.1% |
| 0.125 | 1 | 0.1% |
| 0 | 27 | 1.8% |
date ready
Date
| Distinct | 320 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| Minimum | 2015-01-01 00:00:00 |
|---|---|
| Maximum | 2016-02-03 00:00:00 |
Histogram with fixed size bins (bins=50)
KMs out
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1427 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63590.732 |
| Minimum | 400 |
|---|---|
| Maximum | 754945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 400 |
|---|---|
| 5-th percentile | 6834.4 |
| Q1 | 43724.5 |
| median | 65897 |
| Q3 | 82088 |
| 95-th percentile | 106896.2 |
| Maximum | 754945 |
| Range | 754545 |
| Interquartile range (IQR) | 38363.5 |
Descriptive statistics
| Standard deviation | 40221.529 |
|---|---|
| Coefficient of variation (CV) | 0.63250614 |
| Kurtosis | 110.99291 |
| Mean | 63590.732 |
| Median Absolute Deviation (MAD) | 18580 |
| Skewness | 6.9516636 |
| Sum | 95322507 |
| Variance | 1.6177714 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5262 | 3 | 0.2% |
| 88980 | 3 | 0.2% |
| 63562 | 3 | 0.2% |
| 50600 | 3 | 0.2% |
| 53523 | 2 | 0.1% |
| 51255 | 2 | 0.1% |
| 77767 | 2 | 0.1% |
| 69953 | 2 | 0.1% |
| 94739 | 2 | 0.1% |
| 94720 | 2 | 0.1% |
| Other values (1417) | 1475 |
| Value | Count | Frequency (%) |
| 400 | 1 | |
| 803 | 1 | |
| 1749 | 1 | |
| 1846 | 1 | |
| 1911 | 1 | |
| 2097 | 1 | |
| 2165 | 1 | |
| 2280 | 1 | |
| 2500 | 1 | |
| 2518 | 1 |
| Value | Count | Frequency (%) |
| 754945 | 1 | |
| 716961 | 1 | |
| 481731 | 1 | |
| 194848 | 1 | |
| 191810 | 1 | |
| 162304 | 1 | |
| 155390 | 1 | |
| 154465 | 1 | |
| 151991 | 1 | |
| 148140 | 1 |
KMs Diff
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8992662 |
| Minimum | 0 |
|---|---|
| Maximum | 71 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 9 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 71 |
| Range | 71 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.8396028 |
|---|---|
| Coefficient of variation (CV) | 0.54382043 |
| Kurtosis | 40.231497 |
| Mean | 8.8992662 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.8501891 |
| Sum | 13340 |
| Variance | 23.421755 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 9 | 367 | |
| 5 | 184 | |
| 8 | 182 | |
| 7 | 175 | |
| 10 | 149 | |
| 6 | 134 | 8.9% |
| 11 | 60 | 4.0% |
| 4 | 53 | 3.5% |
| 12 | 32 | 2.1% |
| 13 | 24 | 1.6% |
| Other values (29) | 139 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 2 | 0.1% |
| 3 | 11 | 0.7% |
| 4 | 53 | 3.5% |
| 5 | 184 | |
| 6 | 134 | 8.9% |
| 7 | 175 | |
| 8 | 182 | |
| 9 | 367 |
| Value | Count | Frequency (%) |
| 71 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| 55 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 41 | 1 | 0.1% |
| 38 | 2 | |
| 34 | 1 | 0.1% |
| 32 | 3 | |
| 30 | 3 |
Fuel out
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31420947 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 25 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.25 |
| median | 0.25 |
| Q3 | 0.38 |
| 95-th percentile | 0.392 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.11511977 |
|---|---|
| Coefficient of variation (CV) | 0.36637907 |
| Kurtosis | 10.005328 |
| Mean | 0.31420947 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9121434 |
| Sum | 471 |
| Variance | 0.013252562 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0.25 | 769 | |
| 0.38 | 595 | |
| 0.5 | 40 | 2.7% |
| 0.13 | 35 | 2.3% |
| 0 | 25 | 1.7% |
| 0.63 | 11 | 0.7% |
| 0.88 | 9 | 0.6% |
| 1 | 8 | 0.5% |
| 0.75 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 25 | 1.7% |
| 0.13 | 35 | 2.3% |
| 0.25 | 769 | |
| 0.38 | 595 | |
| 0.5 | 40 | 2.7% |
| 0.63 | 11 | 0.7% |
| 0.75 | 7 | 0.5% |
| 0.88 | 9 | 0.6% |
| 1 | 8 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.5% |
| 0.88 | 9 | 0.6% |
| 0.75 | 7 | 0.5% |
| 0.63 | 11 | 0.7% |
| 0.5 | 40 | 2.7% |
| 0.38 | 595 | |
| 0.25 | 769 | |
| 0.13 | 35 | 2.3% |
| 0 | 25 | 1.7% |
Fuel Diff
Real number (ℝ)
ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0056137425 |
| Minimum | -0.38 |
|---|---|
| Maximum | 0.38 |
| Zeros | 1408 |
| Zeros (%) | 93.9% |
| Negative | 16 |
| Negative (%) | 1.1% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | -0.38 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.012 |
| Maximum | 0.38 |
| Range | 0.76 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.040568271 |
|---|---|
| Coefficient of variation (CV) | 7.2265999 |
| Kurtosis | 31.636671 |
| Mean | 0.0056137425 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2936848 |
| Sum | 8.415 |
| Variance | 0.0016457846 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 1408 | |
| 0.13 | 39 | 2.6% |
| 0.12 | 25 | 1.7% |
| -0.13 | 8 | 0.5% |
| 0.25 | 7 | 0.5% |
| -0.25 | 4 | 0.3% |
| -0.12 | 3 | 0.2% |
| 0.37 | 2 | 0.1% |
| -0.38 | 1 | 0.1% |
| 0.38 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| -0.38 | 1 | 0.1% |
| -0.25 | 4 | 0.3% |
| -0.13 | 8 | 0.5% |
| -0.12 | 3 | 0.2% |
| 0 | 1408 | |
| 0.12 | 25 | 1.7% |
| 0.13 | 39 | 2.6% |
| 0.25 | 7 | 0.5% |
| 0.255 | 1 | 0.1% |
| 0.37 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0.38 | 1 | 0.1% |
| 0.37 | 2 | 0.1% |
| 0.255 | 1 | 0.1% |
| 0.25 | 7 | 0.5% |
| 0.13 | 39 | 2.6% |
| 0.12 | 25 | 1.7% |
| 0 | 1408 | |
| -0.12 | 3 | 0.2% |
| -0.13 | 8 | 0.5% |
| -0.25 | 4 | 0.3% |
cost
Real number (ℝ)
HIGH CORRELATION
| Distinct | 166 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.94663 |
| Minimum | 2 |
|---|---|
| Maximum | 2500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 21 |
| median | 50 |
| Q3 | 102 |
| 95-th percentile | 361.3 |
| Maximum | 2500 |
| Range | 2498 |
| Interquartile range (IQR) | 81 |
Descriptive statistics
| Standard deviation | 166.28248 |
|---|---|
| Coefficient of variation (CV) | 1.5404138 |
| Kurtosis | 51.203579 |
| Mean | 107.94663 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 5.3691081 |
| Sum | 161812 |
| Variance | 27649.862 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21 | 451 | |
| 281 | 83 | 5.5% |
| 92 | 81 | 5.4% |
| 102 | 75 | 5.0% |
| 20 | 38 | 2.5% |
| 50 | 36 | 2.4% |
| 80 | 35 | 2.3% |
| 60 | 31 | 2.1% |
| 19 | 25 | 1.7% |
| 25 | 25 | 1.7% |
| Other values (156) | 619 |
| Value | Count | Frequency (%) |
| 2 | 3 | 0.2% |
| 4 | 1 | 0.1% |
| 5 | 3 | 0.2% |
| 8 | 1 | 0.1% |
| 10 | 4 | 0.3% |
| 12 | 1 | 0.1% |
| 13 | 3 | 0.2% |
| 14 | 2 | 0.1% |
| 15 | 23 | |
| 16 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2500 | 1 | |
| 2100 | 1 | |
| 1500 | 1 | |
| 1250 | 1 | |
| 1150 | 1 | |
| 1140 | 1 | |
| 1110 | 1 | |
| 1000 | 2 | |
| 900 | 1 | |
| 800 | 1 |
location
Categorical
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| الغزاوي | |
|---|---|
| القسطل | |
| المركزية | |
| معاذ عليان | |
| 4 جيد | |
| Other values (27) |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 7.3035357 |
| Min length | 3 |
Characters and Unicode
| Total characters | 10948 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | المركزية |
|---|---|
| 2nd row | المركزية |
| 3rd row | المركزية |
| 4th row | ابو خضر |
| 5th row | المركزية |
Common Values
| Value | Count | Frequency (%) |
| الغزاوي | 680 | |
| القسطل | 202 | 13.5% |
| المركزية | 149 | 9.9% |
| معاذ عليان | 109 | 7.3% |
| 4 جيد | 81 | 5.4% |
| امجد العطاري | 46 | 3.1% |
| شارلي | 26 | 1.7% |
| قسطل | 23 | 1.5% |
| ابو نعمه | 22 | 1.5% |
| هانكونك | 20 | 1.3% |
| Other values (22) | 141 | 9.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| الغزاوي | 680 | |
| القسطل | 202 | 11.2% |
| المركزية | 149 | 8.2% |
| معاذ | 109 | 6.0% |
| عليان | 109 | 6.0% |
| 4 | 81 | 4.5% |
| جيد | 81 | 4.5% |
| امجد | 46 | 2.5% |
| العطاري | 46 | 2.5% |
| ابو | 30 | 1.7% |
| Other values (35) | 277 |
Most occurring characters
| Value | Count | Frequency (%) |
| ا | 2314 | |
| ل | 1566 | |
| ي | 1204 | |
| ز | 886 | 8.1% |
| و | 771 | 7.0% |
| غ | 694 | 6.3% |
| م | 408 | 3.7% |
| 311 | 2.8% | |
| ع | 310 | 2.8% |
| ط | 286 | 2.6% |
| Other values (20) | 2198 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 10528 | |
| Space Separator | 311 | 2.8% |
| Decimal Number | 81 | 0.7% |
| Math Symbol | 28 | 0.3% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ا | 2314 | |
| ل | 1566 | |
| ي | 1204 | |
| ز | 886 | 8.4% |
| و | 771 | 7.3% |
| غ | 694 | 6.6% |
| م | 408 | 3.9% |
| ع | 310 | 2.9% |
| ط | 286 | 2.7% |
| ر | 283 | 2.7% |
| Other values (17) | 1806 |
Space Separator
| Value | Count | Frequency (%) |
| 311 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 81 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 28 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Arabic | 10528 | |
| Common | 420 | 3.8% |
Most frequent character per script
Arabic
| Value | Count | Frequency (%) |
| ا | 2314 | |
| ل | 1566 | |
| ي | 1204 | |
| ز | 886 | 8.4% |
| و | 771 | 7.3% |
| غ | 694 | 6.6% |
| م | 408 | 3.9% |
| ع | 310 | 2.9% |
| ط | 286 | 2.7% |
| ر | 283 | 2.7% |
| Other values (17) | 1806 |
Common
| Value | Count | Frequency (%) |
| 311 | ||
| 4 | 81 | 19.3% |
| + | 28 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Arabic | 10528 | |
| ASCII | 420 | 3.8% |
Most frequent character per block
Arabic
| Value | Count | Frequency (%) |
| ا | 2314 | |
| ل | 1566 | |
| ي | 1204 | |
| ز | 886 | 8.4% |
| و | 771 | 7.3% |
| غ | 694 | 6.6% |
| م | 408 | 3.9% |
| ع | 310 | 2.9% |
| ط | 286 | 2.7% |
| ر | 283 | 2.7% |
| Other values (17) | 1806 |
ASCII
| Value | Count | Frequency (%) |
| 311 | ||
| 4 | 81 | 19.3% |
| + | 28 | 6.7% |
corporate
Text
| Distinct | 55 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 2 |
| Mean length | 4.7024683 |
| Min length | 2 |
Characters and Unicode
| Total characters | 7049 |
|---|---|
| Distinct characters | 73 |
| Distinct categories | 5 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Xe |
|---|---|
| 2nd row | Xe |
| 3rd row | Xe |
| 4th row | Xe |
| 5th row | Xe |
| Value | Count | Frequency (%) |
| xe | 1097 | |
| jordan | 96 | 5.3% |
| transports | 93 | 5.2% |
| vestas | 65 | 3.6% |
| gunsayil | 27 | 1.5% |
| the | 26 | 1.4% |
| save | 23 | 1.3% |
| children | 23 | 1.3% |
| support | 22 | 1.2% |
| services | 22 | 1.2% |
| Other values (77) | 310 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1387 | |
| X | 1097 | |
| r | 464 | 6.6% |
| s | 439 | 6.2% |
| a | 394 | 5.6% |
| n | 345 | 4.9% |
| o | 324 | 4.6% |
| 305 | 4.3% | |
| t | 257 | 3.6% |
| i | 256 | 3.6% |
| Other values (63) | 1781 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4780 | |
| Uppercase Letter | 1777 | 25.2% |
| Space Separator | 305 | 4.3% |
| Other Letter | 186 | 2.6% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1387 | |
| r | 464 | 9.7% |
| s | 439 | 9.2% |
| a | 394 | 8.2% |
| n | 345 | 7.2% |
| o | 324 | 6.8% |
| t | 257 | 5.4% |
| i | 256 | 5.4% |
| d | 191 | 4.0% |
| p | 150 | 3.1% |
| Other values (14) | 573 |
Uppercase Letter
| Value | Count | Frequency (%) |
| X | 1097 | |
| T | 124 | 7.0% |
| S | 101 | 5.7% |
| J | 96 | 5.4% |
| V | 86 | 4.8% |
| G | 39 | 2.2% |
| C | 34 | 1.9% |
| L | 28 | 1.6% |
| A | 27 | 1.5% |
| W | 24 | 1.4% |
| Other values (14) | 121 | 6.8% |
Other Letter
| Value | Count | Frequency (%) |
| ه | 29 | |
| ا | 23 | |
| ك | 20 | |
| ل | 20 | |
| ي | 17 | |
| ر | 14 | |
| ن | 12 | |
| س | 8 | 4.3% |
| م | 8 | 4.3% |
| و | 6 | 3.2% |
| Other values (13) | 29 |
Space Separator
| Value | Count | Frequency (%) |
| 305 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6557 | |
| Common | 306 | 4.3% |
| Arabic | 186 | 2.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1387 | |
| X | 1097 | |
| r | 464 | 7.1% |
| s | 439 | 6.7% |
| a | 394 | 6.0% |
| n | 345 | 5.3% |
| o | 324 | 4.9% |
| t | 257 | 3.9% |
| i | 256 | 3.9% |
| d | 191 | 2.9% |
| Other values (38) | 1403 |
Arabic
| Value | Count | Frequency (%) |
| ه | 29 | |
| ا | 23 | |
| ك | 20 | |
| ل | 20 | |
| ي | 17 | |
| ر | 14 | |
| ن | 12 | |
| س | 8 | 4.3% |
| م | 8 | 4.3% |
| و | 6 | 3.2% |
| Other values (13) | 29 |
Common
| Value | Count | Frequency (%) |
| 305 | ||
| / | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6863 | |
| Arabic | 186 | 2.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1387 | |
| X | 1097 | |
| r | 464 | 6.8% |
| s | 439 | 6.4% |
| a | 394 | 5.7% |
| n | 345 | 5.0% |
| o | 324 | 4.7% |
| 305 | 4.4% | |
| t | 257 | 3.7% |
| i | 256 | 3.7% |
| Other values (40) | 1595 |
Arabic
| Value | Count | Frequency (%) |
| ه | 29 | |
| ا | 23 | |
| ك | 20 | |
| ل | 20 | |
| ي | 17 | |
| ر | 14 | |
| ن | 12 | |
| س | 8 | 4.3% |
| م | 8 | 4.3% |
| و | 6 | 3.2% |
| Other values (13) | 29 |
delivered by
Categorical
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| Mohamad Hane | |
|---|---|
| Amjad | |
| Dirar | |
| Mohamad J | |
| Mohamad Qasim | |
| Other values (25) |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 7.5923949 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11381 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Omar M |
|---|---|
| 2nd row | Maen |
| 3rd row | Mohamad J |
| 4th row | Mohamad Qasim |
| 5th row | Mohamad Qasim |
Common Values
| Value | Count | Frequency (%) |
| Mohamad Hane | 290 | |
| Amjad | 223 | |
| Dirar | 196 | |
| Mohamad J | 172 | |
| Mohamad Qasim | 117 | |
| Abdalla | 80 | 5.3% |
| Khalil | 63 | 4.2% |
| Gad | 63 | 4.2% |
| Saddam | 41 | 2.7% |
| Hamza | 38 | 2.5% |
| Other values (20) | 216 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| mohamad | 579 | |
| hane | 290 | |
| amjad | 223 | 10.6% |
| dirar | 196 | 9.3% |
| j | 172 | 8.2% |
| qasim | 120 | 5.7% |
| abdalla | 80 | 3.8% |
| khalil | 63 | 3.0% |
| gad | 63 | 3.0% |
| saddam | 41 | 1.9% |
| Other values (25) | 276 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2635 | |
| d | 1103 | |
| m | 1079 | 9.5% |
| h | 715 | 6.3% |
| M | 640 | 5.6% |
| o | 616 | 5.4% |
| 604 | 5.3% | |
| r | 468 | 4.1% |
| i | 428 | 3.8% |
| A | 368 | 3.2% |
| Other values (28) | 2725 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8674 | |
| Uppercase Letter | 2103 | 18.5% |
| Space Separator | 604 | 5.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2635 | |
| d | 1103 | |
| m | 1079 | |
| h | 715 | 8.2% |
| o | 616 | 7.1% |
| r | 468 | 5.4% |
| i | 428 | 4.9% |
| e | 359 | 4.1% |
| l | 349 | 4.0% |
| n | 319 | 3.7% |
| Other values (10) | 603 | 7.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 640 | |
| A | 368 | |
| H | 328 | |
| D | 196 | 9.3% |
| J | 186 | 8.8% |
| Q | 120 | 5.7% |
| K | 63 | 3.0% |
| G | 63 | 3.0% |
| S | 51 | 2.4% |
| T | 33 | 1.6% |
| Other values (7) | 55 | 2.6% |
Space Separator
| Value | Count | Frequency (%) |
| 604 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10777 | |
| Common | 604 | 5.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2635 | |
| d | 1103 | |
| m | 1079 | |
| h | 715 | 6.6% |
| M | 640 | 5.9% |
| o | 616 | 5.7% |
| r | 468 | 4.3% |
| i | 428 | 4.0% |
| A | 368 | 3.4% |
| e | 359 | 3.3% |
| Other values (27) | 2366 |
Common
| Value | Count | Frequency (%) |
| 604 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11381 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2635 | |
| d | 1103 | |
| m | 1079 | 9.5% |
| h | 715 | 6.3% |
| M | 640 | 5.6% |
| o | 616 | 5.4% |
| 604 | 5.3% | |
| r | 468 | 4.1% |
| i | 428 | 3.8% |
| A | 368 | 3.2% |
| Other values (28) | 2725 |
returned by
Categorical
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| Mohammed Hane | |
|---|---|
| Amjad | |
| Dirar | |
| Mohamad J | |
| Gad | |
| Other values (25) |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 7.5096731 |
| Min length | 3 |
Characters and Unicode
| Total characters | 11257 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Omar M |
|---|---|
| 2nd row | Maen |
| 3rd row | Mohamad J |
| 4th row | Mohamad Qasim |
| 5th row | Omar M |
Common Values
| Value | Count | Frequency (%) |
| Mohammed Hane | 290 | |
| Amjad | 223 | |
| Dirar | 196 | |
| Mohamad J | 170 | |
| Gad | 91 | 6.1% |
| Abdalla | 81 | 5.4% |
| Mohamad Qasim | 72 | 4.8% |
| Khalil | 63 | 4.2% |
| Saddam | 41 | 2.7% |
| Hamza | 38 | 2.5% |
| Other values (20) | 234 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| mohammed | 290 | |
| hane | 290 | |
| mohamad | 242 | |
| amjad | 223 | |
| dirar | 196 | |
| j | 170 | |
| gad | 91 | 4.4% |
| abdalla | 81 | 3.9% |
| qasim | 75 | 3.6% |
| khalil | 63 | 3.0% |
| Other values (26) | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2254 | |
| m | 1289 | |
| d | 1087 | |
| h | 670 | 6.0% |
| e | 655 | 5.8% |
| M | 611 | 5.4% |
| o | 571 | 5.1% |
| 567 | 5.0% | |
| r | 478 | 4.2% |
| i | 383 | 3.4% |
| Other values (28) | 2692 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8624 | |
| Uppercase Letter | 2066 | 18.4% |
| Space Separator | 567 | 5.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2254 | |
| m | 1289 | |
| d | 1087 | |
| h | 670 | 7.8% |
| e | 655 | 7.6% |
| o | 571 | 6.6% |
| r | 478 | 5.5% |
| i | 383 | 4.4% |
| l | 351 | 4.1% |
| n | 325 | 3.8% |
| Other values (10) | 561 | 6.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 611 | |
| A | 369 | |
| H | 328 | |
| D | 196 | 9.5% |
| J | 184 | 8.9% |
| G | 91 | 4.4% |
| Q | 75 | 3.6% |
| K | 63 | 3.0% |
| S | 51 | 2.5% |
| O | 40 | 1.9% |
| Other values (7) | 58 | 2.8% |
Space Separator
| Value | Count | Frequency (%) |
| 567 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10690 | |
| Common | 567 | 5.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2254 | |
| m | 1289 | |
| d | 1087 | |
| h | 670 | 6.3% |
| e | 655 | 6.1% |
| M | 611 | 5.7% |
| o | 571 | 5.3% |
| r | 478 | 4.5% |
| i | 383 | 3.6% |
| A | 369 | 3.5% |
| Other values (27) | 2323 |
Common
| Value | Count | Frequency (%) |
| 567 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11257 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2254 | |
| m | 1289 | |
| d | 1087 | |
| h | 670 | 6.0% |
| e | 655 | 5.8% |
| M | 611 | 5.4% |
| o | 571 | 5.1% |
| 567 | 5.0% | |
| r | 478 | 4.2% |
| i | 383 | 3.4% |
| Other values (28) | 2692 |
notes
Text
| Distinct | 666 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
Length
| Max length | 105 |
|---|---|
| Median length | 62 |
| Mean length | 17.46431 |
| Min length | 3 |
Characters and Unicode
| Total characters | 26179 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 533 ? |
|---|---|
| Unique (%) | 35.6% |
Sample
| 1st row | اصلاح بودي ضربة باب خلفي شمال المركزية |
|---|---|
| 2nd row | اصلاح بودي ضربة مرش يمين المركزية |
| 3rd row | اصلاح حميان المركزية |
| 4th row | غيار مراة كاملة شركة رنوت |
| 5th row | غيار زيت + اصلاح مرشة الغزاوي/ المركزية |
| Value | Count | Frequency (%) |
| غيار | 825 | 16.8% |
| زيت | 705 | 14.3% |
| 231 | 4.7% | |
| فلتر | 193 | 3.9% |
| اصلاح | 163 | 3.3% |
| بريك | 162 | 3.3% |
| امامي | 142 | 2.9% |
| خلفي | 83 | 1.7% |
| القسطل | 82 | 1.7% |
| كامل | 81 | 1.6% |
| Other values (554) | 2255 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3676 | ||
| ي | 3339 | |
| ا | 3213 | |
| ر | 2110 | 8.1% |
| ت | 1648 | 6.3% |
| ل | 1235 | 4.7% |
| م | 1028 | 3.9% |
| غ | 1006 | 3.8% |
| ز | 955 | 3.6% |
| + | 916 | 3.5% |
| Other values (37) | 7053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 21418 | |
| Space Separator | 3676 | 14.0% |
| Math Symbol | 916 | 3.5% |
| Other Punctuation | 80 | 0.3% |
| Decimal Number | 76 | 0.3% |
| Open Punctuation | 5 | < 0.1% |
| Close Punctuation | 5 | < 0.1% |
| Lowercase Letter | 3 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ي | 3339 | |
| ا | 3213 | |
| ر | 2110 | |
| ت | 1648 | 7.7% |
| ل | 1235 | 5.8% |
| م | 1028 | 4.8% |
| غ | 1006 | 4.7% |
| ز | 955 | 4.5% |
| ك | 899 | 4.2% |
| ب | 806 | 3.8% |
| Other values (23) | 5179 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 33 | |
| 4 | 29 | |
| 1 | 12 | 15.8% |
| 5 | 1 | 1.3% |
| 3 | 1 | 1.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1 | |
| r | 1 | |
| c | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 78 | |
| , | 2 | 2.5% |
Space Separator
| Value | Count | Frequency (%) |
| 3676 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 916 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Arabic | 21418 | |
| Common | 4758 | 18.2% |
| Latin | 3 | < 0.1% |
Most frequent character per script
Arabic
| Value | Count | Frequency (%) |
| ي | 3339 | |
| ا | 3213 | |
| ر | 2110 | |
| ت | 1648 | 7.7% |
| ل | 1235 | 5.8% |
| م | 1028 | 4.8% |
| غ | 1006 | 4.7% |
| ز | 955 | 4.5% |
| ك | 899 | 4.2% |
| ب | 806 | 3.8% |
| Other values (23) | 5179 |
Common
| Value | Count | Frequency (%) |
| 3676 | ||
| + | 916 | 19.3% |
| / | 78 | 1.6% |
| 2 | 33 | 0.7% |
| 4 | 29 | 0.6% |
| 1 | 12 | 0.3% |
| ( | 5 | 0.1% |
| ) | 5 | 0.1% |
| , | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| n | 1 | |
| r | 1 | |
| c | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Arabic | 21418 | |
| ASCII | 4761 | 18.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3676 | ||
| + | 916 | 19.2% |
| / | 78 | 1.6% |
| 2 | 33 | 0.7% |
| 4 | 29 | 0.6% |
| 1 | 12 | 0.3% |
| ( | 5 | 0.1% |
| ) | 5 | 0.1% |
| , | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Other values (4) | 4 | 0.1% |
Arabic
| Value | Count | Frequency (%) |
| ي | 3339 | |
| ا | 3213 | |
| ر | 2110 | |
| ت | 1648 | 7.7% |
| ل | 1235 | 5.8% |
| م | 1028 | 4.8% |
| غ | 1006 | 4.7% |
| ز | 955 | 4.5% |
| ك | 899 | 4.2% |
| ب | 806 | 3.8% |
| Other values (23) | 5179 |
yearIn
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| 2015 | |
|---|---|
| 2016 | 123 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5996 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2015 |
|---|---|
| 2nd row | 2015 |
| 3rd row | 2015 |
| 4th row | 2015 |
| 5th row | 2015 |
Common Values
| Value | Count | Frequency (%) |
| 2015 | 1376 | |
| 2016 | 123 | 8.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2015 | 1376 | |
| 2016 | 123 | 8.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5996 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5996 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5996 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
monthIn
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3722482 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4374329 |
|---|---|
| Coefficient of variation (CV) | 0.53943801 |
| Kurtosis | -1.1312833 |
| Mean | 6.3722482 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.064217675 |
| Sum | 9552 |
| Variance | 11.815945 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 198 | |
| 5 | 164 | |
| 8 | 152 | |
| 6 | 145 | |
| 9 | 133 | |
| 11 | 131 | |
| 7 | 112 | |
| 10 | 108 | |
| 3 | 98 | |
| 12 | 96 | |
| Other values (2) | 162 |
| Value | Count | Frequency (%) |
| 1 | 198 | |
| 2 | 74 | 4.9% |
| 3 | 98 | |
| 4 | 88 | |
| 5 | 164 | |
| 6 | 145 | |
| 7 | 112 | |
| 8 | 152 | |
| 9 | 133 | |
| 10 | 108 |
| Value | Count | Frequency (%) |
| 12 | 96 | |
| 11 | 131 | |
| 10 | 108 | |
| 9 | 133 | |
| 8 | 152 | |
| 7 | 112 | |
| 6 | 145 | |
| 5 | 164 | |
| 4 | 88 | |
| 3 | 98 |
monthNIn
Categorical
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| January | |
|---|---|
| May | |
| August | |
| June | |
| September | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.0767178 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9109 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | January |
|---|---|
| 2nd row | January |
| 3rd row | January |
| 4th row | January |
| 5th row | January |
Common Values
| Value | Count | Frequency (%) |
| January | 198 | |
| May | 164 | |
| August | 152 | |
| June | 145 | |
| September | 133 | |
| November | 131 | |
| July | 112 | |
| October | 108 | |
| March | 98 | |
| December | 96 | |
| Other values (2) | 162 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| january | 198 | |
| may | 164 | |
| august | 152 | |
| june | 145 | |
| september | 133 | |
| november | 131 | |
| july | 112 | |
| october | 108 | |
| march | 98 | |
| december | 96 | |
| Other values (2) | 162 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1276 | |
| r | 1000 | 11.0% |
| u | 833 | 9.1% |
| a | 732 | 8.0% |
| y | 548 | 6.0% |
| b | 542 | 6.0% |
| J | 455 | 5.0% |
| t | 393 | 4.3% |
| m | 360 | 4.0% |
| n | 343 | 3.8% |
| Other values (16) | 2627 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7610 | |
| Uppercase Letter | 1499 | 16.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1276 | |
| r | 1000 | |
| u | 833 | |
| a | 732 | |
| y | 548 | |
| b | 542 | |
| t | 393 | 5.2% |
| m | 360 | 4.7% |
| n | 343 | 4.5% |
| c | 302 | 4.0% |
| Other values (8) | 1281 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 455 | |
| M | 262 | |
| A | 240 | |
| S | 133 | 8.9% |
| N | 131 | 8.7% |
| O | 108 | 7.2% |
| D | 96 | 6.4% |
| F | 74 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9109 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1276 | |
| r | 1000 | 11.0% |
| u | 833 | 9.1% |
| a | 732 | 8.0% |
| y | 548 | 6.0% |
| b | 542 | 6.0% |
| J | 455 | 5.0% |
| t | 393 | 4.3% |
| m | 360 | 4.0% |
| n | 343 | 3.8% |
| Other values (16) | 2627 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9109 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1276 | |
| r | 1000 | 11.0% |
| u | 833 | 9.1% |
| a | 732 | 8.0% |
| y | 548 | 6.0% |
| b | 542 | 6.0% |
| J | 455 | 5.0% |
| t | 393 | 4.3% |
| m | 360 | 4.0% |
| n | 343 | 3.8% |
| Other values (16) | 2627 |
dayIn
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.869246 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 15 |
| Q3 | 22 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.8806195 |
|---|---|
| Coefficient of variation (CV) | 0.59724746 |
| Kurtosis | -1.1149305 |
| Mean | 14.869246 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.062353286 |
| Sum | 22289 |
| Variance | 78.865402 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 122 | 8.1% |
| 19 | 84 | 5.6% |
| 11 | 62 | 4.1% |
| 8 | 61 | 4.1% |
| 5 | 57 | 3.8% |
| 15 | 56 | 3.7% |
| 12 | 56 | 3.7% |
| 14 | 56 | 3.7% |
| 10 | 55 | 3.7% |
| 16 | 51 | 3.4% |
| Other values (21) | 839 |
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 2 | 49 | |
| 3 | 29 | 1.9% |
| 4 | 32 | 2.1% |
| 5 | 57 | |
| 6 | 44 | 2.9% |
| 7 | 40 | 2.7% |
| 8 | 61 | |
| 9 | 36 | 2.4% |
| 10 | 55 |
| Value | Count | Frequency (%) |
| 31 | 33 | |
| 30 | 34 | |
| 29 | 40 | |
| 28 | 39 | |
| 27 | 40 | |
| 26 | 41 | |
| 25 | 47 | |
| 24 | 41 | |
| 23 | 50 | |
| 22 | 37 |
dayNIn
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| Tuesday | |
|---|---|
| Wednesday | |
| Thursday | |
| Sunday | |
| Monday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.281521 |
| Min length | 6 |
Characters and Unicode
| Total characters | 10915 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Wednesday |
|---|---|
| 2nd row | Wednesday |
| 3rd row | Wednesday |
| 4th row | Wednesday |
| 5th row | Wednesday |
Common Values
| Value | Count | Frequency (%) |
| Tuesday | 293 | |
| Wednesday | 262 | |
| Thursday | 241 | |
| Sunday | 236 | |
| Monday | 235 | |
| Saturday | 180 | |
| Friday | 52 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tuesday | 293 | |
| wednesday | 262 | |
| thursday | 241 | |
| sunday | 236 | |
| monday | 235 | |
| saturday | 180 | |
| friday | 52 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1761 | |
| a | 1679 | |
| y | 1499 | |
| u | 950 | |
| e | 817 | |
| s | 796 | |
| n | 733 | |
| T | 534 | 4.9% |
| r | 473 | 4.3% |
| S | 416 | 3.8% |
| Other values (7) | 1257 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9416 | |
| Uppercase Letter | 1499 | 13.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 1761 | |
| a | 1679 | |
| y | 1499 | |
| u | 950 | |
| e | 817 | |
| s | 796 | |
| n | 733 | |
| r | 473 | 5.0% |
| h | 241 | 2.6% |
| o | 235 | 2.5% |
| Other values (2) | 232 | 2.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 534 | |
| S | 416 | |
| W | 262 | |
| M | 235 | |
| F | 52 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10915 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 1761 | |
| a | 1679 | |
| y | 1499 | |
| u | 950 | |
| e | 817 | |
| s | 796 | |
| n | 733 | |
| T | 534 | 4.9% |
| r | 473 | 4.3% |
| S | 416 | 3.8% |
| Other values (7) | 1257 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10915 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 1761 | |
| a | 1679 | |
| y | 1499 | |
| u | 950 | |
| e | 817 | |
| s | 796 | |
| n | 733 | |
| T | 534 | 4.9% |
| r | 473 | 4.3% |
| S | 416 | 3.8% |
| Other values (7) | 1257 |
yearReady
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| 2015 | |
|---|---|
| 2016 | 123 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5996 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2015 |
|---|---|
| 2nd row | 2015 |
| 3rd row | 2015 |
| 4th row | 2015 |
| 5th row | 2015 |
Common Values
| Value | Count | Frequency (%) |
| 2015 | 1376 | |
| 2016 | 123 | 8.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2015 | 1376 | |
| 2016 | 123 | 8.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5996 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5996 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5996 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1499 | |
| 0 | 1499 | |
| 1 | 1499 | |
| 5 | 1376 | |
| 6 | 123 | 2.1% |
monthReady
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3915944 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4279864 |
|---|---|
| Coefficient of variation (CV) | 0.53632728 |
| Kurtosis | -1.1257111 |
| Mean | 6.3915944 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.070771366 |
| Sum | 9581 |
| Variance | 11.751091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 193 | |
| 5 | 162 | |
| 8 | 151 | |
| 6 | 141 | |
| 9 | 135 | |
| 11 | 131 | |
| 7 | 119 | |
| 10 | 108 | |
| 3 | 97 | |
| 12 | 96 | |
| Other values (2) | 166 |
| Value | Count | Frequency (%) |
| 1 | 193 | |
| 2 | 76 | 5.1% |
| 3 | 97 | |
| 4 | 90 | |
| 5 | 162 | |
| 6 | 141 | |
| 7 | 119 | |
| 8 | 151 | |
| 9 | 135 | |
| 10 | 108 |
| Value | Count | Frequency (%) |
| 12 | 96 | |
| 11 | 131 | |
| 10 | 108 | |
| 9 | 135 | |
| 8 | 151 | |
| 7 | 119 | |
| 6 | 141 | |
| 5 | 162 | |
| 4 | 90 | |
| 3 | 97 |
monthNReady
Categorical
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| January | |
|---|---|
| May | |
| August | |
| June | |
| September | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.0793863 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9113 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | January |
|---|---|
| 2nd row | January |
| 3rd row | January |
| 4th row | January |
| 5th row | January |
Common Values
| Value | Count | Frequency (%) |
| January | 193 | |
| May | 162 | |
| August | 151 | |
| June | 141 | |
| September | 135 | |
| November | 131 | |
| July | 119 | |
| October | 108 | |
| March | 97 | |
| December | 96 | |
| Other values (2) | 166 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| january | 193 | |
| may | 162 | |
| august | 151 | |
| june | 141 | |
| september | 135 | |
| november | 131 | |
| july | 119 | |
| october | 108 | |
| march | 97 | |
| december | 96 | |
| Other values (2) | 166 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1280 | |
| r | 1002 | 11.0% |
| u | 831 | 9.1% |
| a | 721 | 7.9% |
| y | 550 | 6.0% |
| b | 546 | 6.0% |
| J | 453 | 5.0% |
| t | 394 | 4.3% |
| m | 362 | 4.0% |
| n | 334 | 3.7% |
| Other values (16) | 2640 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7614 | |
| Uppercase Letter | 1499 | 16.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1280 | |
| r | 1002 | |
| u | 831 | |
| a | 721 | |
| y | 550 | |
| b | 546 | |
| t | 394 | 5.2% |
| m | 362 | 4.8% |
| n | 334 | 4.4% |
| c | 301 | 4.0% |
| Other values (8) | 1293 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 453 | |
| M | 259 | |
| A | 241 | |
| S | 135 | 9.0% |
| N | 131 | 8.7% |
| O | 108 | 7.2% |
| D | 96 | 6.4% |
| F | 76 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9113 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1280 | |
| r | 1002 | 11.0% |
| u | 831 | 9.1% |
| a | 721 | 7.9% |
| y | 550 | 6.0% |
| b | 546 | 6.0% |
| J | 453 | 5.0% |
| t | 394 | 4.3% |
| m | 362 | 4.0% |
| n | 334 | 3.7% |
| Other values (16) | 2640 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9113 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1280 | |
| r | 1002 | 11.0% |
| u | 831 | 9.1% |
| a | 721 | 7.9% |
| y | 550 | 6.0% |
| b | 546 | 6.0% |
| J | 453 | 5.0% |
| t | 394 | 4.3% |
| m | 362 | 4.0% |
| n | 334 | 3.7% |
| Other values (16) | 2640 |
dayReady
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.164109 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8845747 |
|---|---|
| Coefficient of variation (CV) | 0.58589492 |
| Kurtosis | -1.1279854 |
| Mean | 15.164109 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.02832714 |
| Sum | 22731 |
| Variance | 78.935667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 109 | 7.3% |
| 19 | 67 | 4.5% |
| 15 | 67 | 4.5% |
| 16 | 61 | 4.1% |
| 8 | 61 | 4.1% |
| 12 | 55 | 3.7% |
| 5 | 55 | 3.7% |
| 14 | 54 | 3.6% |
| 11 | 52 | 3.5% |
| 24 | 52 | 3.5% |
| Other values (21) | 866 |
| Value | Count | Frequency (%) |
| 1 | 109 | |
| 2 | 49 | |
| 3 | 30 | 2.0% |
| 4 | 35 | 2.3% |
| 5 | 55 | |
| 6 | 41 | 2.7% |
| 7 | 44 | |
| 8 | 61 | |
| 9 | 40 | 2.7% |
| 10 | 36 | 2.4% |
| Value | Count | Frequency (%) |
| 31 | 30 | |
| 30 | 40 | |
| 29 | 46 | |
| 28 | 43 | |
| 27 | 34 | |
| 26 | 40 | |
| 25 | 51 | |
| 24 | 52 | |
| 23 | 51 | |
| 22 | 41 |
dayNReady
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| Tuesday | |
|---|---|
| Wednesday | |
| Monday | |
| Thursday | |
| Sunday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.2508339 |
| Min length | 6 |
Characters and Unicode
| Total characters | 10869 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sunday |
|---|---|
| 2nd row | Sunday |
| 3rd row | Saturday |
| 4th row | Monday |
| 5th row | Monday |
Common Values
| Value | Count | Frequency (%) |
| Tuesday | 287 | |
| Wednesday | 254 | |
| Monday | 247 | |
| Thursday | 235 | |
| Sunday | 230 | |
| Saturday | 178 | |
| Friday | 68 | 4.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tuesday | 287 | |
| wednesday | 254 | |
| monday | 247 | |
| thursday | 235 | |
| sunday | 230 | |
| saturday | 178 | |
| friday | 68 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1753 | |
| a | 1677 | |
| y | 1499 | |
| u | 930 | |
| e | 795 | |
| s | 776 | |
| n | 731 | |
| T | 522 | 4.8% |
| r | 481 | 4.4% |
| S | 408 | 3.8% |
| Other values (7) | 1297 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9370 | |
| Uppercase Letter | 1499 | 13.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 1753 | |
| a | 1677 | |
| y | 1499 | |
| u | 930 | |
| e | 795 | |
| s | 776 | |
| n | 731 | |
| r | 481 | 5.1% |
| o | 247 | 2.6% |
| h | 235 | 2.5% |
| Other values (2) | 246 | 2.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 522 | |
| S | 408 | |
| W | 254 | |
| M | 247 | |
| F | 68 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10869 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 1753 | |
| a | 1677 | |
| y | 1499 | |
| u | 930 | |
| e | 795 | |
| s | 776 | |
| n | 731 | |
| T | 522 | 4.8% |
| r | 481 | 4.4% |
| S | 408 | 3.8% |
| Other values (7) | 1297 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10869 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 1753 | |
| a | 1677 | |
| y | 1499 | |
| u | 930 | |
| e | 795 | |
| s | 776 | |
| n | 731 | |
| T | 522 | 4.8% |
| r | 481 | 4.4% |
| S | 408 | 3.8% |
| Other values (7) | 1297 |
service_duration
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8819213 |
| Minimum | 1 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 70 |
| Range | 69 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.2858986 |
|---|---|
| Coefficient of variation (CV) | 1.746034 |
| Kurtosis | 186.02043 |
| Mean | 1.8819213 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.041562 |
| Sum | 2821 |
| Variance | 10.79713 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 1244 | |
| 5 | 42 | 2.8% |
| 4 | 42 | 2.8% |
| 2 | 39 | 2.6% |
| 6 | 30 | 2.0% |
| 7 | 26 | 1.7% |
| 3 | 25 | 1.7% |
| 8 | 17 | 1.1% |
| 11 | 11 | 0.7% |
| 9 | 7 | 0.5% |
| Other values (11) | 16 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 1244 | |
| 2 | 39 | 2.6% |
| 3 | 25 | 1.7% |
| 4 | 42 | 2.8% |
| 5 | 42 | 2.8% |
| 6 | 30 | 2.0% |
| 7 | 26 | 1.7% |
| 8 | 17 | 1.1% |
| 9 | 7 | 0.5% |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 70 | 1 | 0.1% |
| 57 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 17 | 2 | |
| 14 | 3 | |
| 13 | 1 | 0.1% |
| 12 | 2 |
cost_category
Categorical
HIGH CORRELATION
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
| 0001:0050 | |
|---|---|
| 0050:0100 | |
| 0100:0150 | |
| 0200:0300 | |
| 0300:0400 | 37 |
| Other values (10) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 13491 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 0150:0200 |
|---|---|
| 2nd row | 0200:0300 |
| 3rd row | 0050:0100 |
| 4th row | 0200:0300 |
| 5th row | 0200:0300 |
Common Values
| Value | Count | Frequency (%) |
| 0001:0050 | 731 | |
| 0050:0100 | 308 | |
| 0100:0150 | 164 | 10.9% |
| 0200:0300 | 157 | 10.5% |
| 0300:0400 | 37 | 2.5% |
| 0150:0200 | 30 | 2.0% |
| 0400:0500 | 26 | 1.7% |
| 0500:0600 | 20 | 1.3% |
| 0600:0700 | 10 | 0.7% |
| 1000:1500 | 6 | 0.4% |
| Other values (5) | 10 | 0.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0001:0050 | 731 | |
| 0050:0100 | 308 | |
| 0100:0150 | 164 | 10.9% |
| 0200:0300 | 157 | 10.5% |
| 0300:0400 | 37 | 2.5% |
| 0150:0200 | 30 | 2.0% |
| 0400:0500 | 26 | 1.7% |
| 0500:0600 | 20 | 1.3% |
| 0600:0700 | 10 | 0.7% |
| 1000:1500 | 6 | 0.4% |
| Other values (5) | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8793 | |
| : | 1499 | 11.1% |
| 1 | 1411 | 10.5% |
| 5 | 1286 | 9.5% |
| 3 | 196 | 1.5% |
| 2 | 190 | 1.4% |
| 4 | 63 | 0.5% |
| 6 | 30 | 0.2% |
| 7 | 15 | 0.1% |
| 8 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11992 | |
| Other Punctuation | 1499 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8793 | |
| 1 | 1411 | 11.8% |
| 5 | 1286 | 10.7% |
| 3 | 196 | 1.6% |
| 2 | 190 | 1.6% |
| 4 | 63 | 0.5% |
| 6 | 30 | 0.3% |
| 7 | 15 | 0.1% |
| 8 | 6 | 0.1% |
| 9 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1499 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13491 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8793 | |
| : | 1499 | 11.1% |
| 1 | 1411 | 10.5% |
| 5 | 1286 | 9.5% |
| 3 | 196 | 1.5% |
| 2 | 190 | 1.4% |
| 4 | 63 | 0.5% |
| 6 | 30 | 0.2% |
| 7 | 15 | 0.1% |
| 8 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13491 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8793 | |
| : | 1499 | 11.1% |
| 1 | 1411 | 10.5% |
| 5 | 1286 | 9.5% |
| 3 | 196 | 1.5% |
| 2 | 190 | 1.4% |
| 4 | 63 | 0.5% |
| 6 | 30 | 0.2% |
| 7 | 15 | 0.1% |
| 8 | 6 | < 0.1% |
| # | Fuel Diff | Fuel in | Fuel out | KMs Diff | KMs IN | KMs out | Unnamed: 0 | car | cost | cost_category | damage type | dayIn | dayNIn | dayNReady | dayReady | delivered by | location | monthIn | monthNIn | monthNReady | monthReady | returned by | service_duration | yearIn | yearReady | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| # | 1.000 | -0.043 | 0.173 | 0.166 | -0.084 | 0.143 | 0.143 | 1.000 | 0.073 | 0.131 | 0.144 | 0.108 | 0.059 | 0.152 | 0.128 | 0.062 | 0.449 | 0.272 | 0.541 | 0.703 | 0.702 | 0.542 | 0.446 | -0.037 | 0.894 | 0.894 |
| Fuel Diff | -0.043 | 1.000 | -0.096 | 0.163 | 0.127 | -0.006 | -0.006 | -0.043 | 0.000 | 0.064 | 0.138 | 0.062 | -0.010 | 0.025 | 0.000 | 0.001 | 0.169 | 0.149 | -0.198 | 0.165 | 0.156 | -0.196 | 0.170 | 0.113 | 0.244 | 0.244 |
| Fuel in | 0.173 | -0.096 | 1.000 | 0.948 | -0.010 | -0.010 | -0.010 | 0.173 | 0.000 | 0.051 | 0.066 | 0.055 | 0.047 | 0.065 | 0.049 | 0.044 | 0.257 | 0.197 | 0.196 | 0.211 | 0.210 | 0.195 | 0.261 | -0.058 | 0.389 | 0.389 |
| Fuel out | 0.166 | 0.163 | 0.948 | 1.000 | 0.019 | -0.006 | -0.006 | 0.166 | 0.000 | 0.078 | 0.088 | 0.030 | 0.048 | 0.062 | 0.040 | 0.052 | 0.248 | 0.173 | 0.135 | 0.205 | 0.204 | 0.134 | 0.255 | -0.015 | 0.380 | 0.380 |
| KMs Diff | -0.084 | 0.127 | -0.010 | 0.019 | 1.000 | -0.018 | -0.018 | -0.084 | 0.043 | 0.060 | 0.063 | 0.084 | -0.005 | 0.047 | 0.047 | 0.007 | 0.208 | 0.120 | -0.044 | 0.189 | 0.190 | -0.043 | 0.198 | 0.027 | 0.119 | 0.119 |
| KMs IN | 0.143 | -0.006 | -0.010 | -0.006 | -0.018 | 1.000 | 1.000 | 0.143 | 0.228 | 0.035 | 0.049 | 0.033 | 0.001 | 0.047 | 0.037 | 0.004 | 0.000 | 0.060 | 0.108 | 0.087 | 0.087 | 0.109 | 0.000 | 0.075 | 0.044 | 0.044 |
| KMs out | 0.143 | -0.006 | -0.010 | -0.006 | -0.018 | 1.000 | 1.000 | 0.143 | 0.228 | 0.035 | 0.049 | 0.033 | 0.001 | 0.047 | 0.037 | 0.004 | 0.000 | 0.060 | 0.108 | 0.087 | 0.087 | 0.109 | 0.000 | 0.075 | 0.044 | 0.044 |
| Unnamed: 0 | 1.000 | -0.043 | 0.173 | 0.166 | -0.084 | 0.143 | 0.143 | 1.000 | 0.073 | 0.131 | 0.144 | 0.108 | 0.059 | 0.152 | 0.128 | 0.062 | 0.449 | 0.272 | 0.541 | 0.703 | 0.702 | 0.542 | 0.446 | -0.037 | 0.894 | 0.894 |
| car | 0.073 | 0.000 | 0.000 | 0.000 | 0.043 | 0.228 | 0.228 | 0.073 | 1.000 | 0.000 | 0.058 | 0.084 | 0.076 | 0.087 | 0.072 | 0.075 | 0.031 | 0.046 | 0.067 | 0.078 | 0.077 | 0.066 | 0.034 | 0.000 | 0.000 | 0.000 |
| cost | 0.131 | 0.064 | 0.051 | 0.078 | 0.060 | 0.035 | 0.035 | 0.131 | 0.000 | 1.000 | 0.831 | 0.248 | 0.016 | 0.000 | 0.028 | 0.051 | 0.041 | 0.312 | 0.178 | 0.090 | 0.097 | 0.185 | 0.057 | 0.460 | 0.144 | 0.144 |
| cost_category | 0.144 | 0.138 | 0.066 | 0.088 | 0.063 | 0.049 | 0.049 | 0.144 | 0.058 | 0.831 | 1.000 | 0.376 | 0.056 | 0.066 | 0.047 | 0.078 | 0.109 | 0.278 | 0.135 | 0.139 | 0.143 | 0.140 | 0.116 | 0.410 | 0.171 | 0.171 |
| damage type | 0.108 | 0.062 | 0.055 | 0.030 | 0.084 | 0.033 | 0.033 | 0.108 | 0.084 | 0.248 | 0.376 | 1.000 | 0.084 | 0.069 | 0.061 | 0.091 | 0.203 | 0.660 | 0.088 | 0.118 | 0.117 | 0.087 | 0.217 | 0.146 | 0.104 | 0.104 |
| dayIn | 0.059 | -0.010 | 0.047 | 0.048 | -0.005 | 0.001 | 0.001 | 0.059 | 0.076 | 0.016 | 0.056 | 0.084 | 1.000 | 0.156 | 0.143 | 0.915 | 0.153 | 0.122 | 0.004 | 0.191 | 0.186 | 0.011 | 0.158 | -0.014 | 0.073 | 0.073 |
| dayNIn | 0.152 | 0.025 | 0.065 | 0.062 | 0.047 | 0.047 | 0.047 | 0.152 | 0.087 | 0.000 | 0.066 | 0.069 | 0.156 | 1.000 | 0.807 | 0.147 | 0.128 | 0.118 | 0.147 | 0.160 | 0.162 | 0.148 | 0.120 | 0.053 | 0.074 | 0.074 |
| dayNReady | 0.128 | 0.000 | 0.049 | 0.040 | 0.047 | 0.037 | 0.037 | 0.128 | 0.072 | 0.028 | 0.047 | 0.061 | 0.143 | 0.807 | 1.000 | 0.138 | 0.131 | 0.112 | 0.141 | 0.144 | 0.148 | 0.145 | 0.120 | 0.000 | 0.095 | 0.095 |
| dayReady | 0.062 | 0.001 | 0.044 | 0.052 | 0.007 | 0.004 | 0.004 | 0.062 | 0.075 | 0.051 | 0.078 | 0.091 | 0.915 | 0.147 | 0.138 | 1.000 | 0.145 | 0.116 | 0.001 | 0.160 | 0.160 | -0.004 | 0.154 | 0.063 | 0.107 | 0.107 |
| delivered by | 0.449 | 0.169 | 0.257 | 0.248 | 0.208 | 0.000 | 0.000 | 0.449 | 0.031 | 0.041 | 0.109 | 0.203 | 0.153 | 0.128 | 0.131 | 0.145 | 1.000 | 0.224 | 0.417 | 0.403 | 0.405 | 0.421 | 0.974 | 0.098 | 0.534 | 0.534 |
| location | 0.272 | 0.149 | 0.197 | 0.173 | 0.120 | 0.060 | 0.060 | 0.272 | 0.046 | 0.312 | 0.278 | 0.660 | 0.122 | 0.118 | 0.112 | 0.116 | 0.224 | 1.000 | 0.221 | 0.235 | 0.233 | 0.220 | 0.233 | 0.093 | 0.596 | 0.596 |
| monthIn | 0.541 | -0.198 | 0.196 | 0.135 | -0.044 | 0.108 | 0.108 | 0.541 | 0.067 | 0.178 | 0.135 | 0.088 | 0.004 | 0.147 | 0.141 | 0.001 | 0.417 | 0.221 | 1.000 | 0.999 | 0.978 | 0.999 | 0.415 | -0.103 | 0.630 | 0.630 |
| monthNIn | 0.703 | 0.165 | 0.211 | 0.205 | 0.189 | 0.087 | 0.087 | 0.703 | 0.078 | 0.090 | 0.139 | 0.118 | 0.191 | 0.160 | 0.144 | 0.160 | 0.403 | 0.235 | 0.999 | 1.000 | 0.980 | 0.978 | 0.392 | 0.065 | 0.709 | 0.709 |
| monthNReady | 0.702 | 0.156 | 0.210 | 0.204 | 0.190 | 0.087 | 0.087 | 0.702 | 0.077 | 0.097 | 0.143 | 0.117 | 0.186 | 0.162 | 0.148 | 0.160 | 0.405 | 0.233 | 0.978 | 0.980 | 1.000 | 0.999 | 0.394 | 0.062 | 0.702 | 0.702 |
| monthReady | 0.542 | -0.196 | 0.195 | 0.134 | -0.043 | 0.109 | 0.109 | 0.542 | 0.066 | 0.185 | 0.140 | 0.087 | 0.011 | 0.148 | 0.145 | -0.004 | 0.421 | 0.220 | 0.999 | 0.978 | 0.999 | 1.000 | 0.419 | -0.090 | 0.635 | 0.635 |
| returned by | 0.446 | 0.170 | 0.261 | 0.255 | 0.198 | 0.000 | 0.000 | 0.446 | 0.034 | 0.057 | 0.116 | 0.217 | 0.158 | 0.120 | 0.120 | 0.154 | 0.974 | 0.233 | 0.415 | 0.392 | 0.394 | 0.419 | 1.000 | 0.102 | 0.534 | 0.534 |
| service_duration | -0.037 | 0.113 | -0.058 | -0.015 | 0.027 | 0.075 | 0.075 | -0.037 | 0.000 | 0.460 | 0.410 | 0.146 | -0.014 | 0.053 | 0.000 | 0.063 | 0.098 | 0.093 | -0.103 | 0.065 | 0.062 | -0.090 | 0.102 | 1.000 | 0.131 | 0.131 |
| yearIn | 0.894 | 0.244 | 0.389 | 0.380 | 0.119 | 0.044 | 0.044 | 0.894 | 0.000 | 0.144 | 0.171 | 0.104 | 0.073 | 0.074 | 0.095 | 0.107 | 0.534 | 0.596 | 0.630 | 0.709 | 0.702 | 0.635 | 0.534 | 0.131 | 1.000 | 0.996 |
| yearReady | 0.894 | 0.244 | 0.389 | 0.380 | 0.119 | 0.044 | 0.044 | 0.894 | 0.000 | 0.144 | 0.171 | 0.104 | 0.073 | 0.074 | 0.095 | 0.107 | 0.534 | 0.596 | 0.630 | 0.709 | 0.702 | 0.635 | 0.534 | 0.131 | 0.996 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Unnamed: 0 | # | plate number | car | damage type | date in | KMs IN | Fuel in | date ready | KMs out | KMs Diff | Fuel out | Fuel Diff | cost | location | corporate | delivered by | returned by | notes | yearIn | monthIn | monthNIn | dayIn | dayNIn | yearReady | monthReady | monthNReady | dayReady | dayNReady | service_duration | cost_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | 70-29280 | TUCSAN | اصلاح بودي | 2015-01-14 | 23015 | 0.13 | 2015-01-18 | 23030 | 15 | 0.13 | 0.00 | 150 | المركزية | Xe | Omar M | Omar M | اصلاح بودي ضربة باب خلفي شمال المركزية | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 18 | Sunday | 5 | 0150:0200 |
| 1 | 1 | 2 | 70-26587 | ELANTRA | اصلاح بودي | 2015-01-14 | 43638 | 0.38 | 2015-01-18 | 43638 | 0 | 0.38 | 0.00 | 281 | المركزية | Xe | Maen | Maen | اصلاح بودي ضربة مرش يمين المركزية | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 18 | Sunday | 5 | 0200:0300 |
| 2 | 2 | 3 | 70-25180 | AVANZA | اصلاح مكانيك | 2015-01-14 | 39880 | 0.38 | 2015-01-24 | 39889 | 9 | 0.75 | 0.37 | 92 | المركزية | Xe | Mohamad J | Mohamad J | اصلاح حميان المركزية | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 24 | Saturday | 11 | 0050:0100 |
| 3 | 3 | 4 | 70-26523 | FLUENCE | اصلاح بودي | 2015-01-14 | 43705 | 0.13 | 2015-01-19 | 43725 | 20 | 0.25 | 0.12 | 250 | ابو خضر | Xe | Mohamad Qasim | Mohamad Qasim | غيار مراة كاملة شركة رنوت | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 19 | Monday | 6 | 0200:0300 |
| 4 | 4 | 5 | 70-30719 | FLUENCE | غيار زيت | 2015-01-14 | 25145 | 0.13 | 2015-01-19 | 25160 | 15 | 0.13 | 0.00 | 253 | المركزية | Xe | Mohamad Qasim | Omar M | غيار زيت + اصلاح مرشة الغزاوي/ المركزية | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 19 | Monday | 6 | 0200:0300 |
| 5 | 5 | 6 | 70-25207 | COROLLA | اصلاح بودي | 2015-01-14 | 85373 | 0.63 | 2015-01-21 | 85383 | 10 | 0.63 | 0.00 | 650 | المركزية | شركه الهندسه الكهروميكانكيه | Mohamad Qasim | Mohamad Qasim | اصلاح ضربة امامية المركزية | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 21 | Wednesday | 8 | 0600:0700 |
| 6 | 6 | 7 | 70-31356 | CAMRY | اصلاح كوشوك | 2015-01-14 | 31708 | 1.00 | 2015-01-14 | 31719 | 11 | 1.00 | 0.00 | 320 | هانكونك | Vestas | Mohamad Qasim | Mohamad Qasim | غيار 4 كاوشوك هانكونك فيستاس | 2015 | 1 | January | 14 | Wednesday | 2015 | 1 | January | 14 | Wednesday | 1 | 0300:0400 |
| 7 | 7 | 8 | 70-24459 | FORTUNER | غيار زيت | 2015-01-16 | 69475 | 0.38 | 2015-01-16 | 69483 | 8 | 0.50 | 0.12 | 21 | الغزاوي | Xe | Mohamad J | Mohamad J | غيار زيت | 2015 | 1 | January | 16 | Friday | 2015 | 1 | January | 16 | Friday | 1 | 0001:0050 |
| 8 | 8 | 9 | 16-94807 | PRADO | غيار زيت | 2015-01-17 | 25105 | 0.13 | 2015-01-17 | 25121 | 16 | 0.00 | -0.13 | 21 | الغزاوي | Xe | Mohamad Qasim | Maen | غيار زيت | 2015 | 1 | January | 17 | Saturday | 2015 | 1 | January | 17 | Saturday | 1 | 0001:0050 |
| 9 | 9 | 10 | 70-24426 | FORTUNER | غيار زيت | 2015-01-17 | 57501 | 0.00 | 2015-01-17 | 57512 | 11 | 0.00 | 0.00 | 21 | الغزاوي | Xe | Mohamad Qasim | Mohamad Qasim | غيار زيت | 2015 | 1 | January | 17 | Saturday | 2015 | 1 | January | 17 | Saturday | 1 | 0001:0050 |
| Unnamed: 0 | # | plate number | car | damage type | date in | KMs IN | Fuel in | date ready | KMs out | KMs Diff | Fuel out | Fuel Diff | cost | location | corporate | delivered by | returned by | notes | yearIn | monthIn | monthNIn | dayIn | dayNIn | yearReady | monthReady | monthNReady | dayReady | dayNReady | service_duration | cost_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1489 | 1489 | 1490 | 70-25363 | ELANTRA | غيار زيت | 2016-02-01 | 103805 | 0.50 | 2016-02-01 | 103809 | 4 | 0.50 | 0.00 | 21 | الغزاوي+معاذ | Xe | Aladdin R | Aladdin R | غيار زيت+ تشيك كامل | 2016 | 2 | February | 1 | Monday | 2016 | 2 | February | 1 | Monday | 1 | 0001:0050 |
| 1490 | 1490 | 1491 | 70-26739 | CERATO | اصلاح كوشوك | 2016-02-01 | 91937 | 0.13 | 2016-02-01 | 91962 | 25 | 0.25 | 0.12 | 15 | المركزيه+زكي | Xe | Abdalla | Abdalla | جنط مضروب | 2016 | 2 | February | 1 | Monday | 2016 | 2 | February | 1 | Monday | 1 | 0001:0050 |
| 1491 | 1491 | 1492 | 70-24540 | SPORTAGE | غيار زيت | 2016-02-01 | 80555 | 0.38 | 2016-02-01 | 80559 | 4 | 0.38 | 0.00 | 21 | كيا | Xe | Amjad | Amjad | غيار زيت+ تشيك كامل | 2016 | 2 | February | 1 | Monday | 2016 | 2 | February | 1 | Monday | 1 | 0001:0050 |
| 1492 | 1492 | 1493 | 70-24127 | RIO | اصلاح بودي | 2016-02-02 | 115065 | 0.25 | 2016-02-02 | 115074 | 9 | 0.25 | 0.00 | 20 | معاذ عليان | Xe | Tareq | Tareq | غطاء بنزين | 2016 | 2 | February | 2 | Tuesday | 2016 | 2 | February | 2 | Tuesday | 1 | 0001:0050 |
| 1493 | 1493 | 1494 | 39-50567 | HILUX | اصلاح مكانيك | 2016-02-02 | 9530 | 0.75 | 2016-02-02 | 9545 | 15 | 0.75 | 0.00 | 20 | المركزية | The Risk Advisory Group | Dirar | Dirar | تشيك كامل +تقطيعه | 2016 | 2 | February | 2 | Tuesday | 2016 | 2 | February | 2 | Tuesday | 1 | 0001:0050 |
| 1494 | 1494 | 1495 | 70-25213 | COROLLA | اصلاح كوشوك | 2016-02-02 | 84166 | 0.00 | 2016-02-02 | 84169 | 3 | 0.00 | 0.00 | 245 | ابو خضر | Xe | Mohamad Qasim | Mohamad Qasim | غيار زيت+ تشيك كامل+اطارات | 2016 | 2 | February | 2 | Tuesday | 2016 | 2 | February | 2 | Tuesday | 1 | 0200:0300 |
| 1495 | 1495 | 1496 | 70-29981 | TUCSAN | غيار زيت | 2016-02-02 | 60122 | 0.25 | 2016-02-02 | 60126 | 4 | 0.25 | 0.00 | 21 | هانكونك | Xe | Amjad | Amjad | غيار زيت+ تشيك كامل | 2016 | 2 | February | 2 | Tuesday | 2016 | 2 | February | 2 | Tuesday | 1 | 0001:0050 |
| 1496 | 1496 | 1497 | 70-29538 | COROLLA | اصلاح بودي | 2016-01-27 | 68149 | 0.13 | 2016-02-03 | 68154 | 5 | 0.25 | 0.12 | 200 | الغزاوي | Xe | Tareq | Tareq | ضربة جناح خلفي يمين | 2016 | 1 | January | 27 | Wednesday | 2016 | 2 | February | 3 | Wednesday | 8 | 0200:0300 |
| 1497 | 1497 | 1498 | 70-35613 | CAMRY | اصلاح بودي | 2016-01-31 | 43716 | 0.25 | 2016-02-03 | 43724 | 8 | 0.38 | 0.13 | 80 | اليادودة | Xe | Tareq | Tareq | طبون خلفي | 2016 | 1 | January | 31 | Sunday | 2016 | 2 | February | 3 | Wednesday | 4 | 0050:0100 |
| 1498 | 1498 | 1499 | 70-34029 | FORTUNER | غيار زيت | 2016-02-03 | 30128 | 0.38 | 2016-02-03 | 30136 | 8 | 0.38 | 0.00 | 21 | المكتب | Save The Children | Tareq | Tareq | غيار زيت+ تشيك كامل | 2016 | 2 | February | 3 | Wednesday | 2016 | 2 | February | 3 | Wednesday | 1 | 0001:0050 |